1
|
Chendo C, Pinto JF, Paisana MC. Comprehensive powder flow characterization with reduced testing. Int J Pharm 2023:123107. [PMID: 37279868 DOI: 10.1016/j.ijpharm.2023.123107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 06/01/2023] [Accepted: 06/02/2023] [Indexed: 06/08/2023]
Abstract
Powder flow is a critical attribute of pharmaceutical blends to ensure tablet weight uniformity and production of tablets with consistent and reproducible properties. This study aims at characterizing different powder blends with a number of different rheologic techniques, in order to understand how particles' attributes and interaction between components within the formulation generate different responses when analysed by different rheological tests. Furthermore, this study intends on reducing the number of tests in early development phases, by selecting the ones that provide the best information about the flowability attributes of the pharmaceutical blends. This work considered two cohesive powders - spray-dried hydroxypropyl cellulose (SD HPMC) and micronized indomethacin (IND) - formulated with other four commonly used excipients [(lactose monohydrated (LAC), microcrystalline cellulose (MCC), magnesium stearate (MgSt) and colloidal silica (CS)]. The experimental results showed that powder flowability may be affected by materials particles' size, bulk density, morphology, and interactions with lubricant. In detail, parameters, such as angle of repose (AoR), compressibility percentage (CPS), and flow function coefficient (ffc) have shown to be highly affected by the particle size of the materials present in the blends. On the other hand, the Specific Energy (SE) and the effective angle of internal friction (φe) showed to be more related with particle morphology and materials interaction with the lubricant. Since both ffc and φe parameters are generated from the yield locus test, data suggest that a number of different powder flow features may be understood only by applying this test, avoiding redundant powder flow characterization, as well as extensive time and material spent in early development formulation stages.
Collapse
Affiliation(s)
- Catarina Chendo
- R&D Analytical Development, Hovione Farmaciência S.A., 1649-038 Lisboa, Portugal
| | - João F Pinto
- iMed.ULisboa - Research Institute for Medicines, Faculdade de Farmácia, Universidade de Lisboa, 1649-003 Lisboa, Portugal
| | - Maria C Paisana
- R&D Analytical Development, Hovione Farmaciência S.A., 1649-038 Lisboa, Portugal.
| |
Collapse
|
2
|
Kaleem MA, Alam MZ, Khan M, Jaffery SHI, Rashid B. An experimental investigation on accuracy of Hausner Ratio and Carr Index of powders in additive manufacturing processes. ACTA ACUST UNITED AC 2020. [DOI: 10.1016/j.mprp.2020.06.061] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
3
|
Cavalli G, Bosi R, Ghiretti A, Cottini C, Benassi A, Gaspari R. A shear cell study on oral and inhalation grade lactose powders. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2020.05.041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
4
|
Bascone D, Galvanin F, Shah N, Garcia-Munoz S. Hybrid Mechanistic-Empirical Approach to the Modeling of Twin Screw Feeders for Continuous Tablet Manufacturing. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00420] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Davide Bascone
- Centre for Process System Engineering, Department of Chemical Engineering, Imperial College London, London SW7 2AZ, United Kingdom
| | - Federico Galvanin
- Centre for Process System Engineering, Department of Chemical Engineering, University College London (UCL), London WC1E 6BT, United Kingdom
| | - Nilay Shah
- Centre for Process System Engineering, Department of Chemical Engineering, Imperial College London, London SW7 2AZ, United Kingdom
| | - Salvador Garcia-Munoz
- Eli Lilly and Company, Lilly Research Laboratories, Indianapolis, Indiana 46285, United States
| |
Collapse
|
5
|
Santos B, Carmo F, Schlindwein W, Muirhead G, Rodrigues C, Cabral L, Westrup J, Pitt K. Pharmaceutical excipients properties and screw feeder performance in continuous processing lines: a Quality by Design (QbD) approach. Drug Dev Ind Pharm 2018; 44:2089-2097. [PMID: 30113219 DOI: 10.1080/03639045.2018.1513024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Screw feeder performance is a critical aspect in continuous manufacturing processes. Pharmaceutical excipients, such as mannitol, microcrystalline cellulose, lactose monohydrate, and anhydrous dibasic calcium phosphate can present problems in ensuring a continuous stable feed rate due to their sub-optimal flow properties. In alignment with Quality by Design (QbD) goals, the aim of this work was to identify and explain critical sources of variability of some powder excipients delivery by screw feeding, in particular to continuous processing lines. Pharmaceutical excipients with a wide range of material properties were selected, and the impact of their flow and density properties on screw feeder performance was investigated. The analysis of the powder conveying by the screws was performed at different hopper fills and different screw speeds. A multivariable model involving bulk density (CBD) and parameters from FT4 dynamic downwards testing (SI) and dynamic upwards testing (SE) explained 95.7% of excipients feed rates (p < .001). The study gathers valuable information about the screw feeder performance and input materials properties that can help process understanding and QbD-based development of solid dosage forms in continuous processing lines.
Collapse
Affiliation(s)
- Bianca Santos
- a Faculdade de Farmácia, Universidade Federal do Rio de Janeiro (UFRJ) , Rio de Janeiro , Brazil.,b Global Manufacturing and Supply (GMS) , GlaxoSmithKline , Ware , UK
| | - Flavia Carmo
- a Faculdade de Farmácia, Universidade Federal do Rio de Janeiro (UFRJ) , Rio de Janeiro , Brazil.,b Global Manufacturing and Supply (GMS) , GlaxoSmithKline , Ware , UK
| | - Walkiria Schlindwein
- c Leicester School of Pharmacy, De Montfort University, Leicester , Leicestershire , UK
| | - Gordon Muirhead
- b Global Manufacturing and Supply (GMS) , GlaxoSmithKline , Ware , UK
| | - Carlos Rodrigues
- a Faculdade de Farmácia, Universidade Federal do Rio de Janeiro (UFRJ) , Rio de Janeiro , Brazil
| | - Lúcio Cabral
- a Faculdade de Farmácia, Universidade Federal do Rio de Janeiro (UFRJ) , Rio de Janeiro , Brazil
| | - Julian Westrup
- b Global Manufacturing and Supply (GMS) , GlaxoSmithKline , Ware , UK
| | - Kendal Pitt
- b Global Manufacturing and Supply (GMS) , GlaxoSmithKline , Ware , UK
| |
Collapse
|
6
|
Leung LY, Mao C, Srivastava I, Du P, Yang CY. Flow Function of Pharmaceutical Powders Is Predominantly Governed by Cohesion, Not by Friction Coefficients. J Pharm Sci 2017; 106:1865-1873. [DOI: 10.1016/j.xphs.2017.04.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 03/19/2017] [Accepted: 04/07/2017] [Indexed: 11/24/2022]
|
7
|
Jagia M, Trivedi M, Dave RH. To Evaluate the Effect of Solvents and Different Relative Humidity Conditions on Thermal and Rheological Properties of Microcrystalline Cellulose 101 Using METHOCEL™ E15LV as a Binder. AAPS PharmSciTech 2016; 17:995-1006. [PMID: 26729530 DOI: 10.1208/s12249-015-0424-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 09/25/2015] [Indexed: 11/30/2022] Open
Abstract
The solvent used for preparing the binder solution in wet granulation can affect the granulation end point and also impact the thermal, rheological, and flow properties of the granules. The present study investigates the effect of solvents and percentage relative humidity (RH) on the granules of microcrystalline cellulose (MCC) with hydroxypropyl methyl cellulose (HPMC) as the binder. MCC was granulated using 2.5% w/w binder solution in water and ethanol/water mixture (80:20 v/v). Prepared granules were dried until constant percentage loss on drying, sieved, and further analyzed. Dried granules were exposed to different percentage RH for 48 h at room temperature. Powder rheometer was used for the rheological and flow characterization, while thermal effusivity and differential scanning calorimeter were used for thermal analysis. The thermal effusivity values for the wet granules showed a sharp increase beginning 50% w/w binder solution in both cases, which reflected the over-wetting of granules. Ethanol/water solvent batches showed greater resistance to flow as compared to the water solvent batches in the wet granule stage, while the reverse was true for the dried granule stage, as evident from the basic flowability energy values. Although the solvents used affected the equilibration kinetics of moisture content, the RH-exposed granules remained unaffected in their flow properties in both cases. This study indicates that the solvents play a vital role on the rheology and flow properties of MCC granules, while the different RH conditions have little or no effect on them for the above combination of solvent and binder.
Collapse
|
8
|
Moolchandani V, Augsburger LL, Gupta A, Khan M, Langridge J, Hoag SW. Characterization and selection of suitable grades of lactose as functional fillers for capsule filling: part 1. Drug Dev Ind Pharm 2014; 41:1452-63. [DOI: 10.3109/03639045.2014.957703] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
9
|
Gas-pressurized dispersive powder flow tester for low volume sample characterization. Int J Pharm 2013; 448:150-8. [PMID: 23506957 DOI: 10.1016/j.ijpharm.2013.03.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Revised: 01/28/2013] [Accepted: 03/10/2013] [Indexed: 11/20/2022]
Abstract
The conventional powder flow testers require sample volumes larger than 40g and are met with experimental hiccups due to powder cohesion. This study designed a gas-pressurized dispersive powder flow tester where a high velocity air is used to disaggregate powder (9g) and eliminate its cohesion. The pressurized gas entrained solid particles leaving an orifice where the distance, surface area, width and weight of particle dispersion thereafter are determined as flow index. The flow indices of seven lactose grades with varying size, size distribution, shape, morphology, bulk and tapped densities characteristics were examined. They were compared against Hausner ratio and Carr's index parameters of the same powder mass. Both distance and surface area attributes of particle dispersion had significant negative correlations with Hausner ratio and Carr's index values of lactose. The distance, surface area and ease of particle dispersion varied proportionately with circular equivalent, surface weighted mean and volume weighted mean diameters of lactose, and inversely related to their specific surface area and elongation characteristics. Unlike insensitive Hausner ratio and Carr's index, an increase in elongation property of lactose particles was detectable through reduced powder weight loss from gas-pressurized dispersion as a result of susceptible particle blockage at orifice. The gas-pressurized dispersive tester is a useful alternative flowability measurement device for low volume and cohesive powder.
Collapse
|
10
|
Seppälä K, Heinämäki J, Hatara J, Seppälä L, Yliruusi J. Development of a new method to get a reliable powder flow characteristics using only 1 to 2 g of powder. AAPS PharmSciTech 2010; 11:402-8. [PMID: 20238189 DOI: 10.1208/s12249-010-9397-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2009] [Accepted: 02/16/2010] [Indexed: 11/30/2022] Open
Abstract
In powder technology, it is often important to directly measure real powder flow rate from a small amount of powder. For example, in pharmaceutical industry, a frequent problem is to determine powder flow properties of new active pharmaceutical ingredient (API) in an early stage of the development when the amount of API is limited. The purpose of this paper is to introduce a new direct method to measure powder flow when the material is poorly flowing (cohesive) and the amount of material is about 1 to 2 g. The measuring system was simple, consisting of a flow chamber and electronic balance and an automated optical detection system, and for each measurement, only 1 to 2 g of sample was required. Based on the results obtained with this testing method, three selected sugar excipients, three grades of microcrystalline cellulose, and APIs (caffeine, carbamazepine, and paracetamol) can be classified as freely flowing, intermediate flowing, and poorly flowing powders, respectively. The average relative standard deviation for the flow time determinations was not more than 2-10%. The present novel flowability testing method provides a new tool for a rapid determination of flowing characteristics of powders (e.g., inhalation powders) and granules at a small scale.
Collapse
|
11
|
Hardy IJ, Cook WG. Predictive and correlative techniques for the design, optimisation and manufacture of solid dosage forms. J Pharm Pharmacol 2010. [DOI: 10.1111/j.2042-7158.2003.tb02428.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Abstract
There is much interest in predicting the properties of pharmaceutical dosage forms from the properties of the raw materials they contain. Achieving this with reasonable accuracy would aid the faster development and manufacture of dosage forms. A variety of approaches to prediction or correlation of properties are reviewed. These approaches have variable accuracy, with no single technique yet able to provide an accurate prediction of the overall properties of the dosage form. However, there have been some successes in predicting trends within a formulation series based on the physicochemical and mechanical properties of raw materials, predicting process scale-up through mechanical characterisation of materials and predicting product characteristics by process monitoring. Advances in information technology have increased predictive capability and accuracy by facilitating the analysis of complex multivariate data, mapping formulation characteristics and capturing past knowledge and experience.
Collapse
Affiliation(s)
- Ian J Hardy
- Pharmaceutical and Analytical R&D, AstraZeneca R&D Charnwood, Bakewell Road, Loughborough, Leicestershire, LE11 5RH, UK
| | - Walter G Cook
- Pharmaceutical and Analytical R&D, AstraZeneca R&D Charnwood, Bakewell Road, Loughborough, Leicestershire, LE11 5RH, UK
| |
Collapse
|
12
|
|
13
|
Pingali KC, Tomassone MS, Muzzio FJ. Effects of shear and electrical properties on flow characteristics of pharmaceutical blends. AIChE J 2009. [DOI: 10.1002/aic.12047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
14
|
Xie L, Wu H, Shen M, Augsburger LL, Lyon RC, Khan MA, Hussain AS, Hoag SW. Quality-by-Design (QbD): Effects of Testing Parameters and Formulation Variables on the Segregation Tendency of Pharmaceutical Powder Measured by the ASTM D 6940-04 Segregation Tester. J Pharm Sci 2008; 97:4485-97. [DOI: 10.1002/jps.21320] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
15
|
Shah RB, Tawakkul MA, Khan MA. Comparative evaluation of flow for pharmaceutical powders and granules. AAPS PharmSciTech 2008; 9:250-8. [PMID: 18446489 DOI: 10.1208/s12249-008-9046-8] [Citation(s) in RCA: 218] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2007] [Accepted: 01/11/2008] [Indexed: 11/30/2022] Open
Abstract
The objective of the present work was to carry out a systematic evaluation of flow of pharmaceutical powders and granules using compendial and non-compendial methods. Angle of repose, bulk density, tapped density, Carr's compressibility index, and Hausner ratios were evaluated. Additionally, flow was characterized using a powder rheometer in which a sensitive force transducer monitors the forces generated as a result of the sample displacement. The critical attributes such as cohesivity index, caking strength, and flow stability were determined for samples. The samples consisted of different grades of magnesium stearate powder including bovine, vegetable, and food grade, physical mixture powder blend consisting of a model formulation, granules prepared by various methods including slugging, high shear granulator, and fluid bed dryer. Lubricant efficiency was also determined for granules lubricated with various concentrations of magnesium stearate. It was observed that the compendial methods were often non-discriminating for minor variations in powder flow. The additional characterization such as cohesivity, and caking strength were helpful in understanding the flow characteristics of pharmaceutical systems. The flow stability test determined that the powders were not affected by the test conditions on the rheometer. The non-compendial tests were discriminating to even minor variations in powder flow.
Collapse
|
16
|
Hancock BC, Vukovinsky KE, Brolley B, Grimsey I, Hedden D, Olsofsky A, Doherty RA. Development of a robust procedure for assessing powder flow using a commercial avalanche testing instrument. J Pharm Biomed Anal 2004; 35:979-90. [PMID: 15336345 DOI: 10.1016/j.jpba.2004.02.035] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2003] [Revised: 02/13/2004] [Accepted: 02/13/2004] [Indexed: 10/26/2022]
Abstract
The objectives of this work were to develop a robust procedure for assessing powder flow using a commercial avalanche testing instrument and to define the limits of its performance. To achieve this a series of powdered pharmaceutical excipients with a wide range of flow properties was characterized using such an instrument (Aeroflow, TSI Inc., St. Paul, MN, USA). The experimental conditions (e.g., sample size, rotation speed) were rationally selected and systematically evaluated so that an optimal standard-operating-procedure could be identified. To evaluate the inherent variability of the proposed methodology samples were tested at multiple sites, using different instruments and operators. The ranking of the flow properties of the powders obtained was also compared with that obtained using a conventional shear-cell test. As a result of these experiments a quick, simple, and rugged procedure for determining the flow properties of pharmaceutical powders in their dilated state was developed. This procedure gave comparable results when performed at four different testing sites and was able to reproducibly rank the flow properties of a series of common pharmaceutical excipient powders. The limits of the test method to discriminate between different powder samples were determined, and a positive correlation with the results of a benchmark method (the simplified shear cell) was obtained.
Collapse
|